{"id":"W4311963171","doi":"10.5194/gc-5-381-2022","title":"Transformation of geological sciences and geological engineering field methods course to remote delivery using manual, virtual, and blended tools in fall 2020","year":2022,"lang":"en","type":"article","venue":"Geoscience Communication","topic":"Geography Education and Pedagogy","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Pace; Course (navigation); Photogrammetry; Field (mathematics); TRIPS architecture; Computer science; Remote sensing; Multimedia; Engineering; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002642071,0.0005430021,0.000300256,0.000783696,0.003315867,0.00246795,0.00180437,0.001310971,0.03880093],"category_scores_gemma":[0.002049362,0.0002807222,0.0003267085,0.0004228056,0.0004961369,0.0007733665,0.003462357,0.0017417,0.009110968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006077931,"about_ca_system_score_gemma":0.01105273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02846301,"about_ca_topic_score_gemma":0.08835738,"domain_scores_codex":[0.9988559,0.000136201,0.00003047698,0.0001268668,0.0003118819,0.0005386504],"domain_scores_gemma":[0.9959813,0.00008602975,0.00006781464,0.0000359751,0.0004899484,0.003338879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001625599,0.03670238,0.04259428,0.0003117035,0.00001765821,0.002498697,0.01493207,0.001489561,0.01704207,0.006736155,0.2445334,0.6315165],"study_design_scores_gemma":[0.0004069565,0.007452477,0.2958732,0.0004775805,0.00002320654,0.0008681696,0.03074575,0.005102118,0.0141244,0.003422559,0.6413658,0.0001378146],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8366739,0.0002963002,0.005428807,0.01354384,0.0026192,0.002278607,0.00164385,0.001014993,0.1365006],"genre_scores_gemma":[0.696847,0.0003329939,0.01794516,0.005583158,0.000283234,0.001908157,0.002638536,0.0002048279,0.2742569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03880093,"threshold_uncertainty_score":0.129802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1027234485754954,"score_gpt":0.4260508325675484,"score_spread":0.3233273839920531,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}